Ergodic Limits, Relaxations, and Geometric Properties of Random Walk Node Embeddings.
Christy LinDaniel SussmanPrakash IshwarPublished in: CoRR (2021)
Keyphrases
- random walk
- geometric properties
- markov chain
- directed graph
- stationary distribution
- nodes of a graph
- random walker
- markov random walk
- transition probabilities
- geometric constraints
- manifold learning
- euclidean space
- low dimensional
- transition probability matrix
- geometric objects
- graph structure
- vector space
- lower bound
- graph laplacian
- mechanical devices